Predictive Analytics Libraries - Page 3

Sentiments is an iOS app written in Swift that analyzes text for positive or negative sentiment.

Swift 171Updated: 3 y ago License: Permissive (MIT)

Open-source framework to detect outliers in Elasticsearch events

Python 165Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

Sentiment analysis with Machine Learning

Ruby 165Updated: 11 mo ago License: Permissive (MIT)

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

Python 162Updated: 3 y ago License: Permissive (Apache-2.0)

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

Python 160Updated: 3 y ago License: Permissive (MIT)

Lstm variational auto-encoder API for time series anomaly detection and features extraction

Python 158Updated: 3 y ago License: Permissive (MIT)

Anomaly detection tutorial on univariate time series with an auto-encoder

Jupyter Notebook 158Updated: 3 y ago License: No License (No License)

A Keras library for multi-step time-series forecasting.

Python 157Updated: 1 y ago License: Permissive (MIT)

Anomaly detection for streaming time series, featuring automated model selection.

Java 155Updated: 3 y ago License: Permissive (Apache-2.0)

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

Python 155Updated: 1 y ago License: Permissive (MIT)

A real-time interactive web app based on data pipelines using streaming Twitter data, automated sentiment analysis, and MySQL&PostgreSQL database (Deployed on Heroku)

Jupyter Notebook 152Updated: 3 y ago License: Permissive (MIT)

An Standard and Fair Time Series Forecasting Benchmark and Toolkit.

Python 152Updated: 11 mo ago License: Permissive (Apache-2.0)

Go library containing a collection of financial functions for time value of money (annuities), cash flow, interest rate conversions, bonds and depreciation calculations.

Go 148Updated: 1 y ago License: Weak Copyleft (MPL-2.0)

Extending broom for time series forecasting

R 148Updated: 3 y ago License: No License (No License)

Simple Weather Station Code using an ESP8266 and a BME280 sensor. Data is handled via PHP and stored in a MySQL database

JavaScript 146Updated: 3 y ago License: No License (No License)

:office: Currency exchange rates framework for PHP

PHP 146Updated: 3 y ago License: Permissive (MIT)

股市情感分析

Python 145Updated: 3 y ago License: No License (No License)

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

Python 144Updated: 3 y ago License: Permissive (Apache-2.0)

One Stop Anomaly Shop: Anomaly detection using two-phase approach: (a) pre-labeling using statistics, Natural Language Processing and static rules; (b) anomaly scoring using supervised and unsupervised machine learning.

Python 144Updated: 2 y ago License: Proprietary (Proprietary)

DynaSent: Dynamic Sentiment Analysis Dataset

Jupyter Notebook 144Updated: 3 y ago License: Permissive (Apache-2.0)

Algorithmic Trading using Sentiment Analysis on News Articles

Jupyter Notebook 143Updated: 1 y ago License: No License (No License)

Weather forecasting display and analysis package developed by NWS/Raytheon, released as open source software by Unidata.

Java 141Updated: 10 mo ago License: Proprietary (Proprietary)

use esp8266 to show weather forecast on 2.9inch e-paper

C++ 141Updated: 3 y ago License: Strong Copyleft (GPL-3.0)

An R package for time series models and forecasts with xgboost compatible with {forecast} S3 classes

HTML 139Updated: 3 y ago License: Strong Copyleft (GPL-3.0)

Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.

Python 138Updated: 1 y ago License: Permissive (MIT)

Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.

Python 136Updated: 1 y ago License: No License (No License)

Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'

Python 136Updated: 10 mo ago License: Permissive (MIT)

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

Python 135Updated: 3 y ago License: Permissive (Apache-2.0)

Keras Implementation of Aspect based Sentiment Analysis

Python 131Updated: 3 y ago License: No License (No License)

Get currencies exchange rates for IRR from Bonbast.com

Python 131Updated: 12 mo ago License: Permissive (MIT)

Social sentiment flagger intended to judge given text as: positive, neutral or negative.

Python 130Updated: 3 y ago License: Strong Copyleft (AGPL-3.0)

Predicts real-time bitcoin price using twitter and reddit sentiment, and sends out notifications via SMS.

Jupyter Notebook 130Updated: 3 y ago License: No License (No License)

The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".

Python 129Updated: 2 y ago License: No License (No License)

Foremast adds application resiliency to Kubernetes by leveraging machine learnt patterns of application health to keep applications healthy and stable

Java 128Updated: 2 y ago License: Permissive (Apache-2.0)

Let's perform Twitter sentiment analysis using Python, Docker, Elasticsearch, and Kibana!

Python 128Updated: 3 y ago License: No License (No License)

This is the repo for our Detection of Traffic Anomaly (DoTA) dataset.

Python 128Updated: 12 mo ago License: Permissive (MIT)

A simple and effective method for single-class classification of images

Python 127Updated: 3 y ago License: Permissive (MIT)

Web app that collects and graphs EC2 Spot Prices

Python 126Updated: 3 y ago License: Permissive (Unlicense)

Booksoup allows you to analyse and traverse your downloaded facebook data, including features such as sentiment analysis and message frequency analysis over time.

Python 126Updated: 3 y ago License: Permissive (MIT)

GAAL-based Outlier Detection

Python 125Updated: 1 y ago License: No License (No License)

Anomaly detection for streaming data using autoencoders

Python 123Updated: 3 y ago License: No License (No License)

A Home Assistant Card indicating today's date/time, along with an iOS inspired weather forecast for the next days with animated icons

TypeScript 123Updated: 10 mo ago License: Proprietary (Proprietary)

Code for "Transformer Networks for Trajectory Forecasting"

Python 122Updated: 3 y ago License: Permissive (MIT)

Anomaly detection training suite

Python 121Updated: 4 y ago License: Permissive (MIT)

Implementation of Electric Load Forecasting Based on LSTM(BiLSTM). Including Univariate-SingleStep forecasting, Multivariate-SingleStep forecasting and Multivariate-MultiStep forecasting.

Python 121Updated: 1 y ago License: Permissive (MIT)

Anomaly detection and forecasting for Ruby

Ruby 121Updated: 1 y ago License: Permissive (MIT)

Aspect-Based Sentiment Analysis Experiments

Python 119Updated: 3 y ago License: No License (No License)

tutorial for sentiment analysis on Twitter data using Python

Python 119Updated: 3 y ago License: No License (No License)

中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。

Python 119Updated: 3 y ago License: Permissive (MIT)

This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.

Python 119Updated: 3 y ago License: No License (No License)